{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "750892c7-6515-43dc-ad1e-331d4a6c3569",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import matplotlib\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "dd25842b-d01e-4067-9ae3-dd632eb8fcb5",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(480, 640, 3)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x25893b96670>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "原始图片 = plt.imread('灰度处理.jpg')\n",
    "print(原始图片.shape)\n",
    "plt.imshow(原始图片)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "ae146baf-d84e-4d30-88db-6400b6d22358",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x258939097c0>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "最大值法 = 原始图片.max(axis=2)\n",
    "plt.imshow(最大值法,cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "fb3754fc-a8ea-4d57-a8a2-c454d8c4d63a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x258942247f0>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "平均值法 = 原始图片.mean(axis=2)\n",
    "plt.imshow(平均值法,cmap='gray')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "4a8e7cf8-6dc2-4e93-9e87-47a5963d9f05",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x258947806d0>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "加权平均法 = np.dot(原始图片,[0.299,0.587,0.114])\n",
    "plt.imshow(加权平均法,cmap='gray')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8b0c302b-1a91-4ead-a9ba-5a92be73a166",
   "metadata": {
    "jupyter": {
     "source_hidden": true
    },
    "tags": []
   },
   "source": [
    "\n",
    "# 2.自适应阈值法\n",
    "mask_local = cv2.adaptiveThreshold(src=img,                                     # 要进行处理的图片\n",
    "                                   maxValue=255,                                # 大于阈值后设定的值\n",
    "                                   adaptiveMethod=cv2.ADAPTIVE_THRESH_MEAN_C,   # 自适应方法，ADAPTIVE_THRESH_MEAN_C：表区域内均值；ADAPTIVE_THRESH_GAUSSIAN_C：表区域内像素点加权求和\n",
    "                                   thresholdType=cv2.THRESH_BINARY,             # 同全局阈值法中的参数一样\n",
    "                                   blockSize=11,                                # 方阵（区域）大小，\n",
    "                                   C=1)                                         # 常数项，每个区域计算出的阈值的基础上在减去这个常数作为这个区域的最终阈值，可以为负数\n",
    "print(\"局部阈值的shape: \", mask_local.shape)\n",
    "plt.subplot(2, 2, 3)\n",
    "plt.imshow(mask_local, cmap='gray')\n",
    "plt.title(\"局部阈值\")\n",
    "\n",
    "# 3.OTSU二值化\n",
    "ret2, mask_OTSU = cv2.threshold(img, 0, 255, cv2.THRESH_BINARY + cv2.THRESH_OTSU)\n",
    "print(\"OTSU的shape: \", mask_OTSU.shape)\n",
    "plt.subplot(2, 2, 4)\n",
    "plt.imshow(mask_OTSU, cmap='gray')\n",
    "plt.title(\"OTSU\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "3e013807-703b-479c-a134-76fdb1318631",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "原图的shape:  (480, 640)\n",
      "全局阈值的shape:  (480, 640)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# ---------------------------\n",
    "# @Time     : 2022/5/2 22:37\n",
    "# @Author   : lcq\n",
    "# @File     : two_.py\n",
    "# @Function : 图像二值化\n",
    "# ---------------------------\n",
    "matplotlib.rcParams['font.sans-serif'] = ['SimHei']     # 显示中文\n",
    "# 为了坐标轴负号正常显示。matplotlib默认不支持中文，设置中文字体后，负号会显示异常。需要手动将坐标轴负号设为False才能正常显示负号。\n",
    "matplotlib.rcParams['axes.unicode_minus'] = False\n",
    "# 显示原始灰度图片\n",
    "print(\"原图的shape: \", 加权平均法.shape)\n",
    "plt.subplot(2, 2, 1)\n",
    "plt.imshow(加权平均法, cmap='gray')\n",
    "plt.title(\"原图\")\n",
    "# 1.全局阈值法\n",
    "ret, mask_all = cv2.threshold(src=加权平均法,            # 要二值化的图片\n",
    "                              thresh=200,               # 全局阈值\n",
    "                              maxval=255,               # 大于全局阈值后设定的值\n",
    "                              type=cv2.THRESH_BINARY)   # 设定的二值化类型，THRESH_BINARY：表示小于阈值置0，大于阈值置填充色\n",
    "print(\"全局阈值的shape: \", mask_all.shape)\n",
    "plt.subplot(2, 2, 2)\n",
    "plt.imshow(mask_all, cmap='gray')\n",
    "plt.title(\"全局阈值\")\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9051435a-e76e-463b-80a2-4bfe1c5f9cea",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
